Pandas Profiling Report

Dataset statistics

Number of variables	42
Number of observations	754472
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	679.6 MiB
Average record size in memory	944.5 B

Variable types

Numeric	10
Categorical	32

Warnings

`df_index` is highly correlated with `building_id` and 3 other fields	High correlation
`building_id` is highly correlated with `df_index` and 3 other fields	High correlation
`district_id` is highly correlated with `df_index` and 3 other fields	High correlation
`vdcmun_id` is highly correlated with `df_index` and 3 other fields	High correlation
`ward_id` is highly correlated with `df_index` and 3 other fields	High correlation
`df_index` is uniformly distributed	Uniform
`df_index` has unique values	Unique
`building_id` has unique values	Unique
`count_families` has 70842 (9.4%) zeros	Zeros

Reproduction

Analysis started	2021-08-09 15:09:59.368134
Analysis finished	2021-08-09 15:15:33.869906
Duration	5 minutes and 34.5 seconds
Software version	pandas-profiling v2.11.0
Download configuration	config.yaml

df_index
Real number (ℝ_≥0)

HIGH CORRELATION
UNIFORM
UNIQUE

Distinct	754472
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	381069.7559
Minimum	0
Maximum	762105
Zeros	1
Zeros (%)	< 0.1%
Memory size	5.8 MiB

Quantile statistics

Minimum	0
5-th percentile	38105.55
Q1	190567.75
median	381073.5
Q3	571576.25
95-th percentile	724013.45
Maximum	762105
Range	762105
Interquartile range (IQR)	381008.5

Descriptive statistics

Standard deviation	219996.1296
Coefficient of variation (CV)	0.5773119651
Kurtosis	-1.199900889
Mean	381069.7559
Median Absolute Deviation (MAD)	190504.5
Skewness	-4.62529378 × 10⁵
Sum	2.875064609 × 10¹¹
Variance	4.839829703 × 10¹⁰
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1	< 0.1%
115565	1	< 0.1%
101220	1	< 0.1%
99173	1	< 0.1%
105318	1	< 0.1%
103271	1	< 0.1%
125800	1	< 0.1%
123753	1	< 0.1%
129898	1	< 0.1%
127851	1	< 0.1%
Other values (754462)	754462	> 99.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1	< 0.1%
1	1	< 0.1%
2	1	< 0.1%
3	1	< 0.1%
4	1	< 0.1%
5	1	< 0.1%
6	1	< 0.1%
7	1	< 0.1%
8	1	< 0.1%
9	1	< 0.1%

Value	Count	Frequency (%)
762105	1	< 0.1%
762104	1	< 0.1%
762103	1	< 0.1%
762102	1	< 0.1%
762101	1	< 0.1%
762100	1	< 0.1%
762099	1	< 0.1%
762098	1	< 0.1%
762097	1	< 0.1%
762096	1	< 0.1%

building_id
Real number (ℝ_≥0)

HIGH CORRELATION
UNIQUE

Distinct	754472
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	2.607553746 × 10¹¹
Minimum	1.20101 × 10¹¹
Maximum	3.667090013 × 10¹¹
Zeros	0
Zeros (%)	0.0%
Memory size	5.8 MiB

Quantile statistics

Minimum	1.20101 × 10¹¹
5-th percentile	1.255030005 × 10¹¹
Q1	2.219090006 × 10¹¹
median	2.463020003 × 10¹¹
Q3	3.036080011 × 10¹¹
95-th percentile	3.63801001 × 10¹¹
Maximum	3.667090013 × 10¹¹
Range	2.466080013 × 10¹¹
Interquartile range (IQR)	8.169900042 × 10¹⁰

Descriptive statistics

Standard deviation	5.801936234 × 10¹⁰
Coefficient of variation (CV)	0.2225049529
Kurtosis	-0.08249809674
Mean	2.607553746 × 10¹¹
Median Absolute Deviation (MAD)	3.980000151 × 10¹⁰
Skewness	-0.1613184247
Sum	1.96732629 × 10¹⁷
Variance	3.366246407 × 10²¹
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2.036010005 × 10¹¹	1	< 0.1%
2.804050128 × 10¹¹	1	< 0.1%
2.048040002 × 10¹¹	1	< 0.1%
2.143080001 × 10¹¹	1	< 0.1%
2.423070114 × 10¹¹	1	< 0.1%
3.108070018 × 10¹¹	1	< 0.1%
3.113090003 × 10¹¹	1	< 0.1%
2.203080012 × 10¹¹	1	< 0.1%
3.642030001 × 10¹¹	1	< 0.1%
2.40401001 × 10¹¹	1	< 0.1%
Other values (754462)	754462	> 99.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1.20101 × 10¹¹	1	< 0.1%
1.20101 × 10¹¹	1	< 0.1%
1.20101 × 10¹¹	1	< 0.1%
1.20101 × 10¹¹	1	< 0.1%
1.201010001 × 10¹¹	1	< 0.1%
1.201010001 × 10¹¹	1	< 0.1%
1.201010001 × 10¹¹	1	< 0.1%
1.201010001 × 10¹¹	1	< 0.1%
1.201010001 × 10¹¹	1	< 0.1%
1.201010001 × 10¹¹	1	< 0.1%

Value	Count	Frequency (%)
3.667090013 × 10¹¹	1	< 0.1%
3.667090013 × 10¹¹	1	< 0.1%
3.667090013 × 10¹¹	1	< 0.1%
3.667090013 × 10¹¹	1	< 0.1%
3.667090012 × 10¹¹	1	< 0.1%
3.667090012 × 10¹¹	1	< 0.1%
3.667090012 × 10¹¹	1	< 0.1%
3.667090012 × 10¹¹	1	< 0.1%
3.667090012 × 10¹¹	1	< 0.1%
3.667090012 × 10¹¹	1	< 0.1%

district_id
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	11
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	25.76821141
Minimum	12
Maximum	36
Zeros	0
Zeros (%)	0.0%
Memory size	5.8 MiB

Quantile statistics

Minimum	12
5-th percentile	12
Q1	22
median	24
Q3	30
95-th percentile	36
Maximum	36
Range	24
Interquartile range (IQR)	8

Descriptive statistics

Standard deviation	5.807650562
Coefficient of variation (CV)	0.2253804298
Kurtosis	-0.1225071928
Mean	25.76821141
Median Absolute Deviation (MAD)	4
Skewness	-0.1553353218
Sum	19441394
Variance	33.72880505
Monotocity	Not monotonic

Histogram with fixed size bins (bins=11)

Value	Count	Frequency (%)
24	97071	12.9%
31	90076	11.9%
30	88219	11.7%
23	87842	11.6%
36	77317	10.2%
28	76369	10.1%
20	68035	9.0%
22	60050	8.0%
21	58026	7.7%
12	38955	5.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
12	38955	5.2%
20	68035	9.0%
21	58026	7.7%
22	60050	8.0%
23	87842	11.6%
24	97071	12.9%
28	76369	10.1%
29	12512	1.7%
30	88219	11.7%
31	90076	11.9%

Value	Count	Frequency (%)
36	77317	10.2%
31	90076	11.9%
30	88219	11.7%
29	12512	1.7%
28	76369	10.1%
24	97071	12.9%
23	87842	11.6%
22	60050	8.0%
21	58026	7.7%
20	68035	9.0%

vdcmun_id
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	110
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	2582.726213
Minimum	1201
Maximum	3611
Zeros	0
Zeros (%)	0.0%
Memory size	5.8 MiB

Quantile statistics

Minimum	1201
5-th percentile	1208
Q1	2204
median	2410
Q3	3010
95-th percentile	3608
Maximum	3611
Range	2410
Interquartile range (IQR)	806

Descriptive statistics

Standard deviation	581.1821751
Coefficient of variation (CV)	0.2250266297
Kurtosis	-0.1218437698
Mean	2582.726213
Median Absolute Deviation (MAD)	401
Skewness	-0.1563562265
Sum	1948594611
Variance	337772.7207
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3104	32362	4.3%
2005	15486	2.1%
3009	15076	2.0%
2802	15045	2.0%
2001	14862	2.0%
2304	14431	1.9%
2310	13831	1.8%
2105	13389	1.8%
3608	12969	1.7%
2410	12145	1.6%
Other values (100)	594876	78.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1201	4815	0.6%
1202	3674	0.5%
1203	3916	0.5%
1204	3848	0.5%
1205	5215	0.7%
1206	4657	0.6%
1207	7703	1.0%
1208	5127	0.7%
2001	14862	2.0%
2002	2991	0.4%

Value	Count	Frequency (%)
3611	7131	0.9%
3610	7821	1.0%
3609	11616	1.5%
3608	12969	1.7%
3607	6219	0.8%
3606	3648	0.5%
3605	2724	0.4%
3604	6691	0.9%
3603	7245	1.0%
3602	4128	0.5%

ward_id
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	945
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	258278.0626
Minimum	120101
Maximum	361108
Zeros	0
Zeros (%)	0.0%
Memory size	5.8 MiB

Quantile statistics

Minimum	120101
5-th percentile	120808
Q1	220402
median	241004
Q3	301006
95-th percentile	360803
Maximum	361108
Range	241007
Interquartile range (IQR)	80604

Descriptive statistics

Standard deviation	58118.28875
Coefficient of variation (CV)	0.2250221647
Kurtosis	-0.1218507637
Mean	258278.0626
Median Absolute Deviation (MAD)	40101
Skewness	-0.1563602283
Sum	1.948635665 × 10¹¹
Variance	3377735487
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
310405	2559	0.3%
310404	2408	0.3%
310412	2317	0.3%
200506	2026	0.3%
310411	1982	0.3%
310419	1957	0.3%
310415	1913	0.3%
241004	1864	0.2%
310409	1840	0.2%
300903	1822	0.2%
Other values (935)	733784	97.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
120101	598	0.1%
120102	564	0.1%
120103	435	0.1%
120104	558	0.1%
120105	437	0.1%
120106	638	0.1%
120107	420	0.1%
120108	301	< 0.1%
120109	288	< 0.1%
120110	576	0.1%

Value	Count	Frequency (%)
361108	911	0.1%
361107	931	0.1%
361106	927	0.1%
361105	904	0.1%
361104	919	0.1%
361103	1096	0.1%
361102	817	0.1%
361101	626	0.1%
361009	994	0.1%
361008	825	0.1%

legal_ownership_status
Categorical

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	46.1 MiB

Private	724097
Public	19010
Institutional	7744
Other	3621

Length

Max length	13
Median length	7
Mean length	7.026789596
Min length	5

Characters and Unicode

Total characters	5301516
Distinct characters	17
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Private
2nd row	Private
3rd row	Private
4th row	Private
5th row	Private

Value	Count	Frequency (%)
Private	724097	96.0%
Public	19010	2.5%
Institutional	7744	1.0%
Other	3621	0.5%

Histogram of lengths of the category

Value	Count	Frequency (%)
private	724097	96.0%
public	19010	2.5%
institutional	7744	1.0%
other	3621	0.5%

Most occurring characters

Value	Count	Frequency (%)
i	758595	14.3%
t	750950	14.2%
P	743107	14.0%
a	731841	13.8%
r	727718	13.7%
e	727718	13.7%
v	724097	13.7%
u	26754	0.5%
l	26754	0.5%
b	19010	0.4%
Other values (7)	64972	1.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	4547044	85.8%
Uppercase Letter	754472	14.2%

Most frequent character per category

Value	Count	Frequency (%)
i	758595	16.7%
t	750950	16.5%
a	731841	16.1%
r	727718	16.0%
e	727718	16.0%
v	724097	15.9%
u	26754	0.6%
l	26754	0.6%
b	19010	0.4%
c	19010	0.4%
Other values (4)	34597	0.8%

Value	Count	Frequency (%)
P	743107	98.5%
I	7744	1.0%
O	3621	0.5%

Most occurring scripts

Value	Count	Frequency (%)
Latin	5301516	100.0%

Most frequent character per script

Value	Count	Frequency (%)
i	758595	14.3%
t	750950	14.2%
P	743107	14.0%
a	731841	13.8%
r	727718	13.7%
e	727718	13.7%
v	724097	13.7%
u	26754	0.5%
l	26754	0.5%
b	19010	0.4%
Other values (7)	64972	1.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	5301516	100.0%

Most frequent character per block

Value	Count	Frequency (%)
i	758595	14.3%
t	750950	14.2%
P	743107	14.0%
a	731841	13.8%
r	727718	13.7%
e	727718	13.7%
v	724097	13.7%
u	26754	0.5%
l	26754	0.5%
b	19010	0.4%
Other values (7)	64972	1.2%

count_families
Real number (ℝ_≥0)

ZEROS

Distinct	11
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.9806487186
Minimum	0
Maximum	11
Zeros	70842
Zeros (%)	9.4%
Memory size	5.8 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	1
Q3	1
95-th percentile	2
Maximum	11
Range	11
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.4501782998
Coefficient of variation (CV)	0.4590617325
Kurtosis	15.08826622
Mean	0.9806487186
Median Absolute Deviation (MAD)	0
Skewness	1.496671244
Sum	739872
Variance	0.2026605016
Monotocity	Not monotonic

Histogram with fixed size bins (bins=11)

Value	Count	Frequency (%)
1	637014	84.4%
0	70842	9.4%
2	39343	5.2%
3	5615	0.7%
4	1204	0.2%
5	299	< 0.1%
6	104	< 0.1%
7	27	< 0.1%
8	15	< 0.1%
9	8	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	70842	9.4%
1	637014	84.4%
2	39343	5.2%
3	5615	0.7%
4	1204	0.2%
5	299	< 0.1%
6	104	< 0.1%
7	27	< 0.1%
8	15	< 0.1%
9	8	< 0.1%

Value	Count	Frequency (%)
11	1	< 0.1%
9	8	< 0.1%
8	15	< 0.1%
7	27	< 0.1%
6	104	< 0.1%
5	299	< 0.1%
4	1204	0.2%
3	5615	0.7%
2	39343	5.2%
1	637014	84.4%

has_secondary_use
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	43.2 MiB

0.0	663061
1.0	91411

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	2263416
Distinct characters	3
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	1.0
3rd row	0.0
4th row	0.0
5th row	0.0

Value	Count	Frequency (%)
0.0	663061	87.9%
1.0	91411	12.1%

Histogram of lengths of the category

Value	Count	Frequency (%)
0.0	663061	87.9%
1.0	91411	12.1%

Most occurring characters

Value	Count	Frequency (%)
0	1417533	62.6%
.	754472	33.3%
1	91411	4.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1508944	66.7%
Other Punctuation	754472	33.3%

Most frequent character per category

Value	Count	Frequency (%)
0	1417533	93.9%
1	91411	6.1%

Value	Count	Frequency (%)
.	754472	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	2263416	100.0%

Most frequent character per script

Value	Count	Frequency (%)
0	1417533	62.6%
.	754472	33.3%
1	91411	4.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2263416	100.0%

Most frequent character per block

Value	Count	Frequency (%)
0	1417533	62.6%
.	754472	33.3%
1	91411	4.0%

has_secondary_use_agriculture
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	41.7 MiB

0	700266
1	54206

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	754472
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	1
3rd row	0
4th row	0
5th row	0

Value	Count	Frequency (%)
0	700266	92.8%
1	54206	7.2%

Histogram of lengths of the category

Value	Count	Frequency (%)
0	700266	92.8%
1	54206	7.2%

Most occurring characters

Value	Count	Frequency (%)
0	700266	92.8%
1	54206	7.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	754472	100.0%

Most frequent character per category

Value	Count	Frequency (%)
0	700266	92.8%
1	54206	7.2%

Most occurring scripts

Value	Count	Frequency (%)
Common	754472	100.0%

Most frequent character per script

Value	Count	Frequency (%)
0	700266	92.8%
1	54206	7.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	754472	100.0%

Most frequent character per block

Value	Count	Frequency (%)
0	700266	92.8%
1	54206	7.2%

has_secondary_use_hotel
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	41.7 MiB

0	728014
1	26458

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	754472
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Value	Count	Frequency (%)
0	728014	96.5%
1	26458	3.5%

Histogram of lengths of the category

Value	Count	Frequency (%)
0	728014	96.5%
1	26458	3.5%

Most occurring characters

Value	Count	Frequency (%)
0	728014	96.5%
1	26458	3.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	754472	100.0%

Most frequent character per category

Value	Count	Frequency (%)
0	728014	96.5%
1	26458	3.5%

Most occurring scripts

Value	Count	Frequency (%)
Common	754472	100.0%

Most frequent character per script

Value	Count	Frequency (%)
0	728014	96.5%
1	26458	3.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	754472	100.0%

Most frequent character per block

Value	Count	Frequency (%)
0	728014	96.5%
1	26458	3.5%

has_secondary_use_rental
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	41.7 MiB

0	748236
1	6236

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	754472
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Value	Count	Frequency (%)
0	748236	99.2%
1	6236	0.8%

Histogram of lengths of the category

Value	Count	Frequency (%)
0	748236	99.2%
1	6236	0.8%

Most occurring characters

Value	Count	Frequency (%)
0	748236	99.2%
1	6236	0.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	754472	100.0%

Most frequent character per category

Value	Count	Frequency (%)
0	748236	99.2%
1	6236	0.8%

Most occurring scripts

Value	Count	Frequency (%)
Common	754472	100.0%

Most frequent character per script

Value	Count	Frequency (%)
0	748236	99.2%
1	6236	0.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	754472	100.0%

Most frequent character per block

Value	Count	Frequency (%)
0	748236	99.2%
1	6236	0.8%

has_secondary_use_institution
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	41.7 MiB

0	753596
1	876

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	754472
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Value	Count	Frequency (%)
0	753596	99.9%
1	876	0.1%

Histogram of lengths of the category

Value	Count	Frequency (%)
0	753596	99.9%
1	876	0.1%

Most occurring characters

Value	Count	Frequency (%)
0	753596	99.9%
1	876	0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	754472	100.0%

Most frequent character per category

Value	Count	Frequency (%)
0	753596	99.9%
1	876	0.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	754472	100.0%

Most frequent character per script

Value	Count	Frequency (%)
0	753596	99.9%
1	876	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	754472	100.0%

Most frequent character per block

Value	Count	Frequency (%)
0	753596	99.9%
1	876	0.1%

has_secondary_use_school
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	41.7 MiB

0	754154
1	318

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	754472
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Value	Count	Frequency (%)
0	754154	> 99.9%
1	318	< 0.1%

Histogram of lengths of the category

Value	Count	Frequency (%)
0	754154	> 99.9%
1	318	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
0	754154	> 99.9%
1	318	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	754472	100.0%

Most frequent character per category

Value	Count	Frequency (%)
0	754154	> 99.9%
1	318	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	754472	100.0%

Most frequent character per script

Value	Count	Frequency (%)
0	754154	> 99.9%
1	318	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	754472	100.0%

Most frequent character per block

Value	Count	Frequency (%)
0	754154	> 99.9%
1	318	< 0.1%

has_secondary_use_industry
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	41.7 MiB

0	753589
1	883

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	754472
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Value	Count	Frequency (%)
0	753589	99.9%
1	883	0.1%

Histogram of lengths of the category

Value	Count	Frequency (%)
0	753589	99.9%
1	883	0.1%

Most occurring characters

Value	Count	Frequency (%)
0	753589	99.9%
1	883	0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	754472	100.0%

Most frequent character per category

Value	Count	Frequency (%)
0	753589	99.9%
1	883	0.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	754472	100.0%

Most frequent character per script

Value	Count	Frequency (%)
0	753589	99.9%
1	883	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	754472	100.0%

Most frequent character per block

Value	Count	Frequency (%)
0	753589	99.9%
1	883	0.1%

has_secondary_use_health_post
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	41.7 MiB

0	754301
1	171

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	754472
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Value	Count	Frequency (%)
0	754301	> 99.9%
1	171	< 0.1%

Histogram of lengths of the category

Value	Count	Frequency (%)
0	754301	> 99.9%
1	171	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
0	754301	> 99.9%
1	171	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	754472	100.0%

Most frequent character per category

Value	Count	Frequency (%)
0	754301	> 99.9%
1	171	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	754472	100.0%

Most frequent character per script

Value	Count	Frequency (%)
0	754301	> 99.9%
1	171	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	754472	100.0%

Most frequent character per block

Value	Count	Frequency (%)
0	754301	> 99.9%
1	171	< 0.1%

has_secondary_use_gov_office
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	41.7 MiB

0	754332
1	140

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	754472
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Value	Count	Frequency (%)
0	754332	> 99.9%
1	140	< 0.1%

Histogram of lengths of the category

Value	Count	Frequency (%)
0	754332	> 99.9%
1	140	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
0	754332	> 99.9%
1	140	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	754472	100.0%

Most frequent character per category

Value	Count	Frequency (%)
0	754332	> 99.9%
1	140	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	754472	100.0%

Most frequent character per script

Value	Count	Frequency (%)
0	754332	> 99.9%
1	140	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	754472	100.0%

Most frequent character per block

Value	Count	Frequency (%)
0	754332	> 99.9%
1	140	< 0.1%

has_secondary_use_use_police
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	41.7 MiB

0	754398
1	74

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	754472
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Value	Count	Frequency (%)
0	754398	> 99.9%
1	74	< 0.1%

Histogram of lengths of the category

Value	Count	Frequency (%)
0	754398	> 99.9%
1	74	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
0	754398	> 99.9%
1	74	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	754472	100.0%

Most frequent character per category

Value	Count	Frequency (%)
0	754398	> 99.9%
1	74	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	754472	100.0%

Most frequent character per script

Value	Count	Frequency (%)
0	754398	> 99.9%
1	74	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	754472	100.0%

Most frequent character per block

Value	Count	Frequency (%)
0	754398	> 99.9%
1	74	< 0.1%

has_secondary_use_other
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	41.7 MiB

0	751085
1	3387

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	754472
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Value	Count	Frequency (%)
0	751085	99.6%
1	3387	0.4%

Histogram of lengths of the category

Value	Count	Frequency (%)
0	751085	99.6%
1	3387	0.4%

Most occurring characters

Value	Count	Frequency (%)
0	751085	99.6%
1	3387	0.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	754472	100.0%

Most frequent character per category

Value	Count	Frequency (%)
0	751085	99.6%
1	3387	0.4%

Most occurring scripts

Value	Count	Frequency (%)
Common	754472	100.0%

Most frequent character per script

Value	Count	Frequency (%)
0	751085	99.6%
1	3387	0.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	754472	100.0%

Most frequent character per block

Value	Count	Frequency (%)
0	751085	99.6%
1	3387	0.4%

count_floors_pre_eq
Real number (ℝ_≥0)

Distinct	9
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	2.087832285
Minimum	1
Maximum	9
Zeros	0
Zeros (%)	0.0%
Memory size	5.8 MiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	2
median	2
Q3	2
95-th percentile	3
Maximum	9
Range	8
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.6551028871
Coefficient of variation (CV)	0.3137717966
Kurtosis	1.607943784
Mean	2.087832285
Median Absolute Deviation (MAD)	0
Skewness	0.4261028197
Sum	1575211
Variance	0.4291597927
Monotocity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
2	463348	61.4%
3	165377	21.9%
1	117726	15.6%
4	6030	0.8%
5	1553	0.2%
6	329	< 0.1%
7	85	< 0.1%
8	12	< 0.1%
9	12	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	117726	15.6%
2	463348	61.4%
3	165377	21.9%
4	6030	0.8%
5	1553	0.2%
6	329	< 0.1%
7	85	< 0.1%
8	12	< 0.1%
9	12	< 0.1%

Value	Count	Frequency (%)
9	12	< 0.1%
8	12	< 0.1%
7	85	< 0.1%
6	329	< 0.1%
5	1553	0.2%
4	6030	0.8%
3	165377	21.9%
2	463348	61.4%
1	117726	15.6%

age_building
Real number (ℝ_≥0)

Distinct	176
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	24.33110175
Minimum	0
Maximum	999
Zeros	4693
Zeros (%)	0.6%
Memory size	5.8 MiB

Quantile statistics

Minimum	0
5-th percentile	2
Q1	9
median	16
Q3	27
95-th percentile	54
Maximum	999
Range	999
Interquartile range (IQR)	18

Descriptive statistics

Standard deviation	65.06845647
Coefficient of variation (CV)	2.674291413
Kurtosis	204.9754775
Mean	24.33110175
Median Absolute Deviation (MAD)	9
Skewness	13.90794554
Sum	18357135
Variance	4233.904027
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
15	49473	6.6%
20	46042	6.1%
10	39369	5.2%
25	36681	4.9%
12	36087	4.8%
30	30546	4.0%
5	28875	3.8%
3	24202	3.2%
4	23184	3.1%
7	23151	3.1%
Other values (166)	416862	55.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	4693	0.6%
1	19174	2.5%
2	21399	2.8%
3	24202	3.2%
4	23184	3.1%
5	28875	3.8%
6	19937	2.6%
7	23151	3.1%
8	22630	3.0%
9	14995	2.0%

Value	Count	Frequency (%)
999	3116	0.4%
200	259	< 0.1%
199	1	< 0.1%
196	2	< 0.1%
195	2	< 0.1%
193	1	< 0.1%
190	7	< 0.1%
187	1	< 0.1%
185	1	< 0.1%
180	20	< 0.1%

plinth_area_sq_ft
Real number (ℝ_≥0)

Distinct	2123
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	406.6594956
Minimum	70
Maximum	5000
Zeros	0
Zeros (%)	0.0%
Memory size	5.8 MiB

Quantile statistics

Minimum	70
5-th percentile	176
Q1	280
median	358
Q3	470
95-th percentile	800
Maximum	5000
Range	4930
Interquartile range (IQR)	190

Descriptive statistics

Standard deviation	226.7757616
Coefficient of variation (CV)	0.557655149
Kurtosis	34.2743952
Mean	406.6594956
Median Absolute Deviation (MAD)	92
Skewness	3.8388692
Sum	306813203
Variance	51427.24607
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
300	27382	3.6%
450	21086	2.8%
400	19744	2.6%
350	18985	2.5%
360	14825	2.0%
250	13848	1.8%
280	13771	1.8%
200	12326	1.6%
320	11739	1.6%
420	10827	1.4%
Other values (2113)	589939	78.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
70	111	< 0.1%
71	4	< 0.1%
72	56	< 0.1%
73	15	< 0.1%
74	4	< 0.1%
75	101	< 0.1%
76	2	< 0.1%
77	26	< 0.1%
78	37	< 0.1%
79	16	< 0.1%

Value	Count	Frequency (%)
5000	6	< 0.1%
4995	1	< 0.1%
4928	1	< 0.1%
4901	1	< 0.1%
4890	1	< 0.1%
4800	1	< 0.1%
4795	1	< 0.1%
4738	1	< 0.1%
4701	1	< 0.1%
4652	1	< 0.1%

height_ft_pre_eq
Real number (ℝ_≥0)

Distinct	79
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	16.04916021
Minimum	6
Maximum	99
Zeros	0
Zeros (%)	0.0%
Memory size	5.8 MiB

Quantile statistics

Minimum	6
5-th percentile	8
Q1	12
median	16
Q3	18
95-th percentile	24
Maximum	99
Range	93
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	5.493172547
Coefficient of variation (CV)	0.3422716501
Kurtosis	25.72176514
Mean	16.04916021
Median Absolute Deviation (MAD)	3
Skewness	2.493579751
Sum	12108642
Variance	30.17494463
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
18	101056	13.4%
14	94042	12.5%
12	80975	10.7%
16	73701	9.8%
15	59447	7.9%
20	49607	6.6%
21	37396	5.0%
10	29831	4.0%
17	28309	3.8%
13	24903	3.3%
Other values (69)	175205	23.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
6	9471	1.3%
7	17276	2.3%
8	21192	2.8%
9	21672	2.9%
10	29831	4.0%
11	11081	1.5%
12	80975	10.7%
13	24903	3.3%
14	94042	12.5%
15	59447	7.9%

Value	Count	Frequency (%)
99	300	< 0.1%
97	1	< 0.1%
96	2	< 0.1%
95	2	< 0.1%
93	1	< 0.1%
90	3	< 0.1%
89	1	< 0.1%
85	3	< 0.1%
81	1	< 0.1%
80	3	< 0.1%

land_surface_condition
Categorical

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	45.1 MiB

Flat	625378
Moderate slope	104540
Steep slope	24554

Length

Max length	14
Median length	4
Mean length	5.613417065
Min length	4

Characters and Unicode

Total characters	4235166
Distinct characters	13
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Flat
2nd row	Moderate slope
3rd row	Flat
4th row	Flat
5th row	Flat

Value	Count	Frequency (%)
Flat	625378	82.9%
Moderate slope	104540	13.9%
Steep slope	24554	3.3%

Histogram of lengths of the category

Value	Count	Frequency (%)
flat	625378	70.8%
slope	129094	14.6%
moderate	104540	11.8%
steep	24554	2.8%

Most occurring characters

Value	Count	Frequency (%)
l	754472	17.8%
t	754472	17.8%
a	729918	17.2%
F	625378	14.8%
e	387282	9.1%
o	233634	5.5%
p	153648	3.6%
	129094	3.0%
s	129094	3.0%
M	104540	2.5%
Other values (3)	233634	5.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	3351600	79.1%
Uppercase Letter	754472	17.8%
Space Separator	129094	3.0%

Most frequent character per category

Value	Count	Frequency (%)
l	754472	22.5%
t	754472	22.5%
a	729918	21.8%
e	387282	11.6%
o	233634	7.0%
p	153648	4.6%
s	129094	3.9%
d	104540	3.1%
r	104540	3.1%

Value	Count	Frequency (%)
F	625378	82.9%
M	104540	13.9%
S	24554	3.3%

Value	Count	Frequency (%)
	129094	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	4106072	97.0%
Common	129094	3.0%

Most frequent character per script

Value	Count	Frequency (%)
l	754472	18.4%
t	754472	18.4%
a	729918	17.8%
F	625378	15.2%
e	387282	9.4%
o	233634	5.7%
p	153648	3.7%
s	129094	3.1%
M	104540	2.5%
d	104540	2.5%
Other values (2)	129094	3.1%

Value	Count	Frequency (%)
	129094	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	4235166	100.0%

Most frequent character per block

Value	Count	Frequency (%)
l	754472	17.8%
t	754472	17.8%
a	729918	17.2%
F	625378	14.8%
e	387282	9.1%
o	233634	5.5%
p	153648	3.6%
	129094	3.0%
s	129094	3.0%
M	104540	2.5%
Other values (3)	233634	5.5%

foundation_type
Categorical

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	55.5 MiB

Mud mortar-Stone/Brick	622432
Bamboo/Timber	56860
Cement-Stone/Brick	38843
RC	31819
Other	4518

Length

Max length	22
Median length	22
Mean length	20.1705113
Min length	2

Characters and Unicode

Total characters	15218086
Distinct characters	24
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	RC
2nd row	Mud mortar-Stone/Brick
3rd row	Mud mortar-Stone/Brick
4th row	Mud mortar-Stone/Brick
5th row	Mud mortar-Stone/Brick

Value	Count	Frequency (%)
Mud mortar-Stone/Brick	622432	82.5%
Bamboo/Timber	56860	7.5%
Cement-Stone/Brick	38843	5.1%
RC	31819	4.2%
Other	4518	0.6%

Histogram of lengths of the category

Value	Count	Frequency (%)
mud	622432	45.2%
mortar-stone/brick	622432	45.2%
bamboo/timber	56860	4.1%
cement-stone/brick	38843	2.8%
rc	31819	2.3%
other	4518	0.3%

Most occurring characters

Value	Count	Frequency (%)
r	1967517	12.9%
o	1397427	9.2%
t	1327068	8.7%
e	800339	5.3%
m	774995	5.1%
/	718135	4.7%
B	718135	4.7%
i	718135	4.7%
n	700118	4.6%
a	679292	4.5%
Other values (14)	5416925	35.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	11050543	72.6%
Uppercase Letter	2165701	14.2%
Other Punctuation	718135	4.7%
Dash Punctuation	661275	4.3%
Space Separator	622432	4.1%

Most frequent character per category

Value	Count	Frequency (%)
r	1967517	17.8%
o	1397427	12.6%
t	1327068	12.0%
e	800339	7.2%
m	774995	7.0%
i	718135	6.5%
n	700118	6.3%
a	679292	6.1%
c	661275	6.0%
k	661275	6.0%
Other values (4)	1363102	12.3%

Value	Count	Frequency (%)
B	718135	33.2%
S	661275	30.5%
M	622432	28.7%
C	70662	3.3%
T	56860	2.6%
R	31819	1.5%
O	4518	0.2%

Value	Count	Frequency (%)
	622432	100.0%

Value	Count	Frequency (%)
-	661275	100.0%

Value	Count	Frequency (%)
/	718135	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	13216244	86.8%
Common	2001842	13.2%

Most frequent character per script

Value	Count	Frequency (%)
r	1967517	14.9%
o	1397427	10.6%
t	1327068	10.0%
e	800339	6.1%
m	774995	5.9%
B	718135	5.4%
i	718135	5.4%
n	700118	5.3%
a	679292	5.1%
S	661275	5.0%
Other values (11)	3471943	26.3%

Value	Count	Frequency (%)
/	718135	35.9%
-	661275	33.0%
	622432	31.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	15218086	100.0%

Most frequent character per block

Value	Count	Frequency (%)
r	1967517	12.9%
o	1397427	9.2%
t	1327068	8.7%
e	800339	5.3%
m	774995	5.1%
/	718135	4.7%
B	718135	4.7%
i	718135	4.7%
n	700118	4.6%
a	679292	4.5%
Other values (14)	5416925	35.6%

roof_type
Categorical

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	57.7 MiB

Bamboo/Timber-Light roof	498705
Bamboo/Timber-Heavy roof	211626
RCC/RB/RBC	44141

Length

Max length	24
Median length	24
Mean length	23.18091858
Min length	10

Characters and Unicode

Total characters	17489354
Distinct characters	22
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	RCC/RB/RBC
2nd row	Bamboo/Timber-Light roof
3rd row	Bamboo/Timber-Heavy roof
4th row	Bamboo/Timber-Heavy roof
5th row	Bamboo/Timber-Light roof

Value	Count	Frequency (%)
Bamboo/Timber-Light roof	498705	66.1%
Bamboo/Timber-Heavy roof	211626	28.0%
RCC/RB/RBC	44141	5.9%

Histogram of lengths of the category

Value	Count	Frequency (%)
roof	710331	48.5%
bamboo/timber-light	498705	34.0%
bamboo/timber-heavy	211626	14.4%
rcc/rb/rbc	44141	3.0%

Most occurring characters

Value	Count	Frequency (%)
o	2841324	16.2%
m	1420662	8.1%
b	1420662	8.1%
r	1420662	8.1%
i	1209036	6.9%
a	921957	5.3%
e	921957	5.3%
/	798613	4.6%
B	798613	4.6%
T	710331	4.1%
Other values (12)	5025537	28.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	12785958	73.1%
Uppercase Letter	2484121	14.2%
Other Punctuation	798613	4.6%
Dash Punctuation	710331	4.1%
Space Separator	710331	4.1%

Most frequent character per category

Value	Count	Frequency (%)
o	2841324	22.2%
m	1420662	11.1%
b	1420662	11.1%
r	1420662	11.1%
i	1209036	9.5%
a	921957	7.2%
e	921957	7.2%
f	710331	5.6%
g	498705	3.9%
h	498705	3.9%
Other values (3)	921957	7.2%

Value	Count	Frequency (%)
B	798613	32.1%
T	710331	28.6%
L	498705	20.1%
H	211626	8.5%
R	132423	5.3%
C	132423	5.3%

Value	Count	Frequency (%)
/	798613	100.0%

Value	Count	Frequency (%)
-	710331	100.0%

Value	Count	Frequency (%)
	710331	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	15270079	87.3%
Common	2219275	12.7%

Most frequent character per script

Value	Count	Frequency (%)
o	2841324	18.6%
m	1420662	9.3%
b	1420662	9.3%
r	1420662	9.3%
i	1209036	7.9%
a	921957	6.0%
e	921957	6.0%
B	798613	5.2%
T	710331	4.7%
f	710331	4.7%
Other values (9)	2894544	19.0%

Value	Count	Frequency (%)
/	798613	36.0%
-	710331	32.0%
	710331	32.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	17489354	100.0%

Most frequent character per block

Value	Count	Frequency (%)
o	2841324	16.2%
m	1420662	8.1%
b	1420662	8.1%
r	1420662	8.1%
i	1209036	6.9%
a	921957	5.3%
e	921957	5.3%
/	798613	4.6%
B	798613	4.6%
T	710331	4.1%
Other values (12)	5025537	28.7%

ground_floor_type
Categorical

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	43.6 MiB

Mud	611997
RC	72418
Brick/Stone	65464
Timber	3546
Other	1047

Length

Max length	11
Median length	3
Mean length	3.61503409
Min length	2

Characters and Unicode

Total characters	2727442
Distinct characters	21
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	RC
2nd row	Mud
3rd row	Mud
4th row	Mud
5th row	Mud

Value	Count	Frequency (%)
Mud	611997	81.1%
RC	72418	9.6%
Brick/Stone	65464	8.7%
Timber	3546	0.5%
Other	1047	0.1%

Histogram of lengths of the category

Value	Count	Frequency (%)
mud	611997	81.1%
rc	72418	9.6%
brick/stone	65464	8.7%
timber	3546	0.5%
other	1047	0.1%

Most occurring characters

Value	Count	Frequency (%)
M	611997	22.4%
u	611997	22.4%
d	611997	22.4%
R	72418	2.7%
C	72418	2.7%
r	70057	2.6%
e	70057	2.6%
i	69010	2.5%
t	66511	2.4%
B	65464	2.4%
Other values (11)	405516	14.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1769624	64.9%
Uppercase Letter	892354	32.7%
Other Punctuation	65464	2.4%

Most frequent character per category

Value	Count	Frequency (%)
u	611997	34.6%
d	611997	34.6%
r	70057	4.0%
e	70057	4.0%
i	69010	3.9%
t	66511	3.8%
c	65464	3.7%
k	65464	3.7%
o	65464	3.7%
n	65464	3.7%
Other values (3)	8139	0.5%

Value	Count	Frequency (%)
M	611997	68.6%
R	72418	8.1%
C	72418	8.1%
B	65464	7.3%
S	65464	7.3%
T	3546	0.4%
O	1047	0.1%

Value	Count	Frequency (%)
/	65464	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2661978	97.6%
Common	65464	2.4%

Most frequent character per script

Value	Count	Frequency (%)
M	611997	23.0%
u	611997	23.0%
d	611997	23.0%
R	72418	2.7%
C	72418	2.7%
r	70057	2.6%
e	70057	2.6%
i	69010	2.6%
t	66511	2.5%
B	65464	2.5%
Other values (10)	340052	12.8%

Value	Count	Frequency (%)
/	65464	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2727442	100.0%

Most frequent character per block

Value	Count	Frequency (%)
M	611997	22.4%
u	611997	22.4%
d	611997	22.4%
R	72418	2.7%
C	72418	2.7%
r	70057	2.6%
e	70057	2.6%
i	69010	2.5%
t	66511	2.4%
B	65464	2.4%
Other values (11)	405516	14.9%

other_floor_type
Categorical

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	52.2 MiB

TImber/Bamboo-Mud	482049
Timber-Planck	122371
Not applicable	117645
RCC/RB/RBC	32407

Length

Max length	17
Median length	17
Mean length	15.58275986
Min length	10

Characters and Unicode

Total characters	11756756
Distinct characters	26
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Not applicable
2nd row	TImber/Bamboo-Mud
3rd row	TImber/Bamboo-Mud
4th row	TImber/Bamboo-Mud
5th row	TImber/Bamboo-Mud

Value	Count	Frequency (%)
TImber/Bamboo-Mud	482049	63.9%
Timber-Planck	122371	16.2%
Not applicable	117645	15.6%
RCC/RB/RBC	32407	4.3%

Histogram of lengths of the category

Value	Count	Frequency (%)
timber/bamboo-mud	482049	55.3%
timber-planck	122371	14.0%
not	117645	13.5%
applicable	117645	13.5%
rcc/rb/rbc	32407	3.7%

Most occurring characters

Value	Count	Frequency (%)
b	1204114	10.2%
m	1086469	9.2%
o	1081743	9.2%
a	839710	7.1%
e	722065	6.1%
T	604420	5.1%
r	604420	5.1%
-	604420	5.1%
/	546863	4.7%
B	546863	4.7%
Other values (16)	3915669	33.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	7937989	67.5%
Uppercase Letter	2549839	21.7%
Dash Punctuation	604420	5.1%
Other Punctuation	546863	4.7%
Space Separator	117645	1.0%

Most frequent character per category

Value	Count	Frequency (%)
b	1204114	15.2%
m	1086469	13.7%
o	1081743	13.6%
a	839710	10.6%
e	722065	9.1%
r	604420	7.6%
u	482049	6.1%
d	482049	6.1%
l	357661	4.5%
i	240016	3.0%
Other values (5)	837693	10.6%

Value	Count	Frequency (%)
T	604420	23.7%
B	546863	21.4%
I	482049	18.9%
M	482049	18.9%
P	122371	4.8%
N	117645	4.6%
R	97221	3.8%
C	97221	3.8%

Value	Count	Frequency (%)
	117645	100.0%

Value	Count	Frequency (%)
/	546863	100.0%

Value	Count	Frequency (%)
-	604420	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	10487828	89.2%
Common	1268928	10.8%

Most frequent character per script

Value	Count	Frequency (%)
b	1204114	11.5%
m	1086469	10.4%
o	1081743	10.3%
a	839710	8.0%
e	722065	6.9%
T	604420	5.8%
r	604420	5.8%
B	546863	5.2%
I	482049	4.6%
M	482049	4.6%
Other values (13)	2833926	27.0%

Value	Count	Frequency (%)
-	604420	47.6%
/	546863	43.1%
	117645	9.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	11756756	100.0%

Most frequent character per block

Value	Count	Frequency (%)
b	1204114	10.2%
m	1086469	9.2%
o	1081743	9.2%
a	839710	7.1%
e	722065	6.1%
T	604420	5.1%
r	604420	5.1%
-	604420	5.1%
/	546863	4.7%
B	546863	4.7%
Other values (16)	3915669	33.3%

position
Categorical

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	50.1 MiB

Not attached	598416
Attached-1 side	128114
Attached-2 side	26649
Attached-3 side	1293

Length

Max length	15
Median length	12
Mean length	12.62052402
Min length	12

Characters and Unicode

Total characters	9521832
Distinct characters	16
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Not attached
2nd row	Attached-1 side
3rd row	Not attached
4th row	Not attached
5th row	Not attached

Value	Count	Frequency (%)
Not attached	598416	79.3%
Attached-1 side	128114	17.0%
Attached-2 side	26649	3.5%
Attached-3 side	1293	0.2%

Histogram of lengths of the category

Value	Count	Frequency (%)
attached	598416	39.7%
not	598416	39.7%
side	156056	10.3%
attached-1	128114	8.5%
attached-2	26649	1.8%
attached-3	1293	0.1%

Most occurring characters

Value	Count	Frequency (%)
t	2107360	22.1%
a	1352888	14.2%
e	910528	9.6%
d	910528	9.6%
	754472	7.9%
c	754472	7.9%
h	754472	7.9%
N	598416	6.3%
o	598416	6.3%
A	156056	1.6%
Other values (6)	624224	6.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	7700776	80.9%
Uppercase Letter	754472	7.9%
Space Separator	754472	7.9%
Dash Punctuation	156056	1.6%
Decimal Number	156056	1.6%

Most frequent character per category

Value	Count	Frequency (%)
t	2107360	27.4%
a	1352888	17.6%
e	910528	11.8%
d	910528	11.8%
c	754472	9.8%
h	754472	9.8%
o	598416	7.8%
s	156056	2.0%
i	156056	2.0%

Value	Count	Frequency (%)
1	128114	82.1%
2	26649	17.1%
3	1293	0.8%

Value	Count	Frequency (%)
N	598416	79.3%
A	156056	20.7%

Value	Count	Frequency (%)
	754472	100.0%

Value	Count	Frequency (%)
-	156056	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	8455248	88.8%
Common	1066584	11.2%

Most frequent character per script

Value	Count	Frequency (%)
t	2107360	24.9%
a	1352888	16.0%
e	910528	10.8%
d	910528	10.8%
c	754472	8.9%
h	754472	8.9%
N	598416	7.1%
o	598416	7.1%
A	156056	1.8%
s	156056	1.8%

Value	Count	Frequency (%)
	754472	70.7%
-	156056	14.6%
1	128114	12.0%
2	26649	2.5%
3	1293	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	9521832	100.0%

Most frequent character per block

Value	Count	Frequency (%)
t	2107360	22.1%
a	1352888	14.2%
e	910528	9.6%
d	910528	9.6%
	754472	7.9%
c	754472	7.9%
h	754472	7.9%
N	598416	6.3%
o	598416	6.3%
A	156056	1.6%
Other values (6)	624224	6.6%

plan_configuration
Categorical

Distinct	10
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	48.8 MiB

Rectangular	723916
Square	17411
L-shape	9979
T-shape	961
Multi-projected	930
Other values (5)	1275

Length

Max length	31
Median length	11
Mean length	10.82722222
Min length	6

Characters and Unicode

Total characters	8168836
Distinct characters	32
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Rectangular
2nd row	Rectangular
3rd row	Rectangular
4th row	Rectangular
5th row	Rectangular

Value	Count	Frequency (%)
Rectangular	723916	96.0%
Square	17411	2.3%
L-shape	9979	1.3%
T-shape	961	0.1%
Multi-projected	930	0.1%
Others	513	0.1%
U-shape	447	0.1%
E-shape	138	< 0.1%
Building with Central Courtyard	98	< 0.1%
H-shape	79	< 0.1%

Histogram of lengths of the category

Value	Count	Frequency (%)
rectangular	723916	95.9%
square	17411	2.3%
l-shape	9979	1.3%
t-shape	961	0.1%
multi-projected	930	0.1%
others	513	0.1%
u-shape	447	0.1%
e-shape	138	< 0.1%
building	98	< 0.1%
central	98	< 0.1%
Other values (3)	275	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
a	1477043	18.1%
e	755402	9.2%
r	743064	9.1%
u	742453	9.1%
t	726583	8.9%
l	725042	8.9%
c	724846	8.9%
n	724112	8.9%
g	724014	8.9%
R	723916	8.9%
Other values (22)	102361	1.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	7401340	90.6%
Uppercase Letter	754668	9.2%
Dash Punctuation	12534	0.2%
Space Separator	294	< 0.1%

Most frequent character per category

Value	Count	Frequency (%)
a	1477043	20.0%
e	755402	10.2%
r	743064	10.0%
u	742453	10.0%
t	726583	9.8%
l	725042	9.8%
c	724846	9.8%
n	724112	9.8%
g	724014	9.8%
q	17411	0.2%
Other values (9)	41370	0.6%

Value	Count	Frequency (%)
R	723916	95.9%
S	17411	2.3%
L	9979	1.3%
T	961	0.1%
M	930	0.1%
O	513	0.1%
U	447	0.1%
C	196	< 0.1%
E	138	< 0.1%
B	98	< 0.1%

Value	Count	Frequency (%)
-	12534	100.0%

Value	Count	Frequency (%)
	294	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	8156008	99.8%
Common	12828	0.2%

Most frequent character per script

Value	Count	Frequency (%)
a	1477043	18.1%
e	755402	9.3%
r	743064	9.1%
u	742453	9.1%
t	726583	8.9%
l	725042	8.9%
c	724846	8.9%
n	724112	8.9%
g	724014	8.9%
R	723916	8.9%
Other values (20)	89533	1.1%

Value	Count	Frequency (%)
-	12534	97.7%
	294	2.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	8168836	100.0%

Most frequent character per block

Value	Count	Frequency (%)
a	1477043	18.1%
e	755402	9.2%
r	743064	9.1%
u	742453	9.1%
t	726583	8.9%
l	725042	8.9%
c	724846	8.9%
n	724112	8.9%
g	724014	8.9%
R	723916	8.9%
Other values (22)	102361	1.3%

has_superstructure_adobe_mud
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	41.7 MiB

0	722493
1	31979

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	754472
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Value	Count	Frequency (%)
0	722493	95.8%
1	31979	4.2%

Histogram of lengths of the category

Value	Count	Frequency (%)
0	722493	95.8%
1	31979	4.2%

Most occurring characters

Value	Count	Frequency (%)
0	722493	95.8%
1	31979	4.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	754472	100.0%

Most frequent character per category

Value	Count	Frequency (%)
0	722493	95.8%
1	31979	4.2%

Most occurring scripts

Value	Count	Frequency (%)
Common	754472	100.0%

Most frequent character per script

Value	Count	Frequency (%)
0	722493	95.8%
1	31979	4.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	754472	100.0%

Most frequent character per block

Value	Count	Frequency (%)
0	722493	95.8%
1	31979	4.2%

has_superstructure_mud_mortar_stone
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	41.7 MiB

1	603794
0	150678

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	754472
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	1
3rd row	1
4th row	1
5th row	1

Value	Count	Frequency (%)
1	603794	80.0%
0	150678	20.0%

Histogram of lengths of the category

Value	Count	Frequency (%)
1	603794	80.0%
0	150678	20.0%

Most occurring characters

Value	Count	Frequency (%)
1	603794	80.0%
0	150678	20.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	754472	100.0%

Most frequent character per category

Value	Count	Frequency (%)
1	603794	80.0%
0	150678	20.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	754472	100.0%

Most frequent character per script

Value	Count	Frequency (%)
1	603794	80.0%
0	150678	20.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	754472	100.0%

Most frequent character per block

Value	Count	Frequency (%)
1	603794	80.0%
0	150678	20.0%

has_superstructure_stone_flag
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	41.7 MiB

0	727966
1	26506

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	754472
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Value	Count	Frequency (%)
0	727966	96.5%
1	26506	3.5%

Histogram of lengths of the category

Value	Count	Frequency (%)
0	727966	96.5%
1	26506	3.5%

Most occurring characters

Value	Count	Frequency (%)
0	727966	96.5%
1	26506	3.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	754472	100.0%

Most frequent character per category

Value	Count	Frequency (%)
0	727966	96.5%
1	26506	3.5%

Most occurring scripts

Value	Count	Frequency (%)
Common	754472	100.0%

Most frequent character per script

Value	Count	Frequency (%)
0	727966	96.5%
1	26506	3.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	754472	100.0%

Most frequent character per block

Value	Count	Frequency (%)
0	727966	96.5%
1	26506	3.5%

has_superstructure_cement_mortar_stone
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	41.7 MiB

0	742525
1	11947

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	754472
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Value	Count	Frequency (%)
0	742525	98.4%
1	11947	1.6%

Histogram of lengths of the category

Value	Count	Frequency (%)
0	742525	98.4%
1	11947	1.6%

Most occurring characters

Value	Count	Frequency (%)
0	742525	98.4%
1	11947	1.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	754472	100.0%

Most frequent character per category

Value	Count	Frequency (%)
0	742525	98.4%
1	11947	1.6%

Most occurring scripts

Value	Count	Frequency (%)
Common	754472	100.0%

Most frequent character per script

Value	Count	Frequency (%)
0	742525	98.4%
1	11947	1.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	754472	100.0%

Most frequent character per block

Value	Count	Frequency (%)
0	742525	98.4%
1	11947	1.6%

has_superstructure_mud_mortar_brick
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	41.7 MiB

0	737138
1	17334

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	754472
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Value	Count	Frequency (%)
0	737138	97.7%
1	17334	2.3%

Histogram of lengths of the category

Value	Count	Frequency (%)
0	737138	97.7%
1	17334	2.3%

Most occurring characters

Value	Count	Frequency (%)
0	737138	97.7%
1	17334	2.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	754472	100.0%

Most frequent character per category

Value	Count	Frequency (%)
0	737138	97.7%
1	17334	2.3%

Most occurring scripts

Value	Count	Frequency (%)
Common	754472	100.0%

Most frequent character per script

Value	Count	Frequency (%)
0	737138	97.7%
1	17334	2.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	754472	100.0%

Most frequent character per block

Value	Count	Frequency (%)
0	737138	97.7%
1	17334	2.3%

has_superstructure_cement_mortar_brick
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	41.7 MiB

0	700539
1	53933

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	754472
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Value	Count	Frequency (%)
0	700539	92.9%
1	53933	7.1%

Histogram of lengths of the category

Value	Count	Frequency (%)
0	700539	92.9%
1	53933	7.1%

Most occurring characters

Value	Count	Frequency (%)
0	700539	92.9%
1	53933	7.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	754472	100.0%

Most frequent character per category

Value	Count	Frequency (%)
0	700539	92.9%
1	53933	7.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	754472	100.0%

Most frequent character per script

Value	Count	Frequency (%)
0	700539	92.9%
1	53933	7.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	754472	100.0%

Most frequent character per block

Value	Count	Frequency (%)
0	700539	92.9%
1	53933	7.1%

has_superstructure_timber
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	41.7 MiB

0	559252
1	195220

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	754472
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Value	Count	Frequency (%)
0	559252	74.1%
1	195220	25.9%

Histogram of lengths of the category

Value	Count	Frequency (%)
0	559252	74.1%
1	195220	25.9%

Most occurring characters

Value	Count	Frequency (%)
0	559252	74.1%
1	195220	25.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	754472	100.0%

Most frequent character per category

Value	Count	Frequency (%)
0	559252	74.1%
1	195220	25.9%

Most occurring scripts

Value	Count	Frequency (%)
Common	754472	100.0%

Most frequent character per script

Value	Count	Frequency (%)
0	559252	74.1%
1	195220	25.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	754472	100.0%

Most frequent character per block

Value	Count	Frequency (%)
0	559252	74.1%
1	195220	25.9%

has_superstructure_bamboo
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	41.7 MiB

0	693776
1	60696

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	754472
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Value	Count	Frequency (%)
0	693776	92.0%
1	60696	8.0%

Histogram of lengths of the category

Value	Count	Frequency (%)
0	693776	92.0%
1	60696	8.0%

Most occurring characters

Value	Count	Frequency (%)
0	693776	92.0%
1	60696	8.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	754472	100.0%

Most frequent character per category

Value	Count	Frequency (%)
0	693776	92.0%
1	60696	8.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	754472	100.0%

Most frequent character per script

Value	Count	Frequency (%)
0	693776	92.0%
1	60696	8.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	754472	100.0%

Most frequent character per block

Value	Count	Frequency (%)
0	693776	92.0%
1	60696	8.0%

has_superstructure_rc_non_engineered
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	41.7 MiB

0	724455
1	30017

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	754472
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Value	Count	Frequency (%)
0	724455	96.0%
1	30017	4.0%

Histogram of lengths of the category

Value	Count	Frequency (%)
0	724455	96.0%
1	30017	4.0%

Most occurring characters

Value	Count	Frequency (%)
0	724455	96.0%
1	30017	4.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	754472	100.0%

Most frequent character per category

Value	Count	Frequency (%)
0	724455	96.0%
1	30017	4.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	754472	100.0%

Most frequent character per script

Value	Count	Frequency (%)
0	724455	96.0%
1	30017	4.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	754472	100.0%

Most frequent character per block

Value	Count	Frequency (%)
0	724455	96.0%
1	30017	4.0%

has_superstructure_rc_engineered
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	41.7 MiB

0	742102
1	12370

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	754472
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	0
3rd row	0
4th row	0
5th row	0

Value	Count	Frequency (%)
0	742102	98.4%
1	12370	1.6%

Histogram of lengths of the category

Value	Count	Frequency (%)
0	742102	98.4%
1	12370	1.6%

Most occurring characters

Value	Count	Frequency (%)
0	742102	98.4%
1	12370	1.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	754472	100.0%

Most frequent character per category

Value	Count	Frequency (%)
0	742102	98.4%
1	12370	1.6%

Most occurring scripts

Value	Count	Frequency (%)
Common	754472	100.0%

Most frequent character per script

Value	Count	Frequency (%)
0	742102	98.4%
1	12370	1.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	754472	100.0%

Most frequent character per block

Value	Count	Frequency (%)
0	742102	98.4%
1	12370	1.6%

has_superstructure_other
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	41.7 MiB

0	745389
1	9083

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	754472
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Value	Count	Frequency (%)
0	745389	98.8%
1	9083	1.2%

Histogram of lengths of the category

Value	Count	Frequency (%)
0	745389	98.8%
1	9083	1.2%

Most occurring characters

Value	Count	Frequency (%)
0	745389	98.8%
1	9083	1.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	754472	100.0%

Most frequent character per category

Value	Count	Frequency (%)
0	745389	98.8%
1	9083	1.2%

Most occurring scripts

Value	Count	Frequency (%)
Common	754472	100.0%

Most frequent character per script

Value	Count	Frequency (%)
0	745389	98.8%
1	9083	1.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	754472	100.0%

Most frequent character per block

Value	Count	Frequency (%)
0	745389	98.8%
1	9083	1.2%

technical_solution_proposed
Categorical

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	50.3 MiB

Reconstruction	465543
Major repair	128086
Minor repair	109497
No need	51346

Length

Max length	14
Median length	14
Mean length	12.89381183
Min length	7

Characters and Unicode

Total characters	9728020
Distinct characters	17
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	No need
2nd row	Reconstruction
3rd row	Reconstruction
4th row	Reconstruction
5th row	No need

Value	Count	Frequency (%)
Reconstruction	465543	61.7%
Major repair	128086	17.0%
Minor repair	109497	14.5%
No need	51346	6.8%

Histogram of lengths of the category

Value	Count	Frequency (%)
reconstruction	465543	44.6%
repair	237583	22.8%
major	128086	12.3%
minor	109497	10.5%
need	51346	4.9%
no	51346	4.9%

Most occurring characters

Value	Count	Frequency (%)
o	1220015	12.5%
r	1178292	12.1%
n	1091929	11.2%
c	931086	9.6%
t	931086	9.6%
i	812623	8.4%
e	805818	8.3%
R	465543	4.8%
s	465543	4.8%
u	465543	4.8%
Other values (7)	1360542	14.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	8684619	89.3%
Uppercase Letter	754472	7.8%
Space Separator	288929	3.0%

Most frequent character per category

Value	Count	Frequency (%)
o	1220015	14.0%
r	1178292	13.6%
n	1091929	12.6%
c	931086	10.7%
t	931086	10.7%
i	812623	9.4%
e	805818	9.3%
s	465543	5.4%
u	465543	5.4%
a	365669	4.2%
Other values (3)	417015	4.8%

Value	Count	Frequency (%)
R	465543	61.7%
M	237583	31.5%
N	51346	6.8%

Value	Count	Frequency (%)
	288929	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	9439091	97.0%
Common	288929	3.0%

Most frequent character per script

Value	Count	Frequency (%)
o	1220015	12.9%
r	1178292	12.5%
n	1091929	11.6%
c	931086	9.9%
t	931086	9.9%
i	812623	8.6%
e	805818	8.5%
R	465543	4.9%
s	465543	4.9%
u	465543	4.9%
Other values (6)	1071613	11.4%

Value	Count	Frequency (%)
	288929	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	9728020	100.0%

Most frequent character per block

Value	Count	Frequency (%)
o	1220015	12.5%
r	1178292	12.1%
n	1091929	11.2%
c	931086	9.6%
t	931086	9.6%
i	812623	8.4%
e	805818	8.3%
R	465543	4.8%
s	465543	4.8%
u	465543	4.8%
Other values (7)	1360542	14.0%

damage_grade
Categorical

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	46.0 MiB

Grade 5	273008
Grade 4	182006
Grade 3	135048
Grade 2	86384
Grade 1	78026

Length

Max length	7
Median length	7
Mean length	7
Min length	7

Characters and Unicode

Total characters	5281304
Distinct characters	11
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Grade 1
2nd row	Grade 5
3rd row	Grade 5
4th row	Grade 5
5th row	Grade 1

Value	Count	Frequency (%)
Grade 5	273008	36.2%
Grade 4	182006	24.1%
Grade 3	135048	17.9%
Grade 2	86384	11.4%
Grade 1	78026	10.3%

Histogram of lengths of the category

Value	Count	Frequency (%)
grade	754472	50.0%
5	273008	18.1%
4	182006	12.1%
3	135048	8.9%
2	86384	5.7%
1	78026	5.2%

Most occurring characters

Value	Count	Frequency (%)
G	754472	14.3%
r	754472	14.3%
a	754472	14.3%
d	754472	14.3%
e	754472	14.3%
	754472	14.3%
5	273008	5.2%
4	182006	3.4%
3	135048	2.6%
2	86384	1.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	3017888	57.1%
Uppercase Letter	754472	14.3%
Space Separator	754472	14.3%
Decimal Number	754472	14.3%

Most frequent character per category

Value	Count	Frequency (%)
5	273008	36.2%
4	182006	24.1%
3	135048	17.9%
2	86384	11.4%
1	78026	10.3%

Value	Count	Frequency (%)
r	754472	25.0%
a	754472	25.0%
d	754472	25.0%
e	754472	25.0%

Value	Count	Frequency (%)
G	754472	100.0%

Value	Count	Frequency (%)
	754472	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	3772360	71.4%
Common	1508944	28.6%

Most frequent character per script

Value	Count	Frequency (%)
	754472	50.0%
5	273008	18.1%
4	182006	12.1%
3	135048	8.9%
2	86384	5.7%
1	78026	5.2%

Value	Count	Frequency (%)
G	754472	20.0%
r	754472	20.0%
a	754472	20.0%
d	754472	20.0%
e	754472	20.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	5281304	100.0%

Most frequent character per block

Value	Count	Frequency (%)
G	754472	14.3%
r	754472	14.3%
a	754472	14.3%
d	754472	14.3%
e	754472	14.3%
	754472	14.3%
5	273008	5.2%
4	182006	3.4%
3	135048	2.6%
2	86384	1.6%

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Cramér's V (φc)

Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows

	df_index	building_id	district_id	vdcmun_id	ward_id	legal_ownership_status	count_families	has_secondary_use	has_secondary_use_agriculture	has_secondary_use_hotel	count_floors_pre_eq	age_building	plinth_area_sq_ft	height_ft_pre_eq	land_surface_condition	foundation_type	roof_type	ground_floor_type	other_floor_type	position	plan_configuration	has_superstructure_mud_mortar_stone	has_superstructure_timber	has_superstructure_bamboo	has_superstructure_rc_engineered	technical_solution_proposed	damage_grade
0	632841	312004091341	31	3104	310404	Private	1.0	0.0	0	0	1	7	720	10	Flat	RC	RCC/RB/RBC	RC	Not applicable	Not attached	Rectangular	0	0	0	1	No need	Grade 1
1	319471	240402000391	24	2408	240802	Private	1.0	1.0	1	0	3	20	315	21	Moderate slope	Mud mortar-Stone/Brick	Bamboo/Timber-Light roof	Mud	TImber/Bamboo-Mud	Attached-1 side	Rectangular	1	0	0	0	Reconstruction	Grade 5
2	490564	286202000091	28	2812	281201	Private	1.0	0.0	0	0	2	38	382	13	Flat	Mud mortar-Stone/Brick	Bamboo/Timber-Heavy roof	Mud	TImber/Bamboo-Mud	Not attached	Rectangular	1	0	0	0	Reconstruction	Grade 5
3	215031	224202001381	22	2201	220106	Private	1.0	0.0	0	0	2	80	200	12	Flat	Mud mortar-Stone/Brick	Bamboo/Timber-Heavy roof	Mud	TImber/Bamboo-Mud	Not attached	Rectangular	1	0	0	0	Reconstruction	Grade 5
4	156516	214508000132	21	2106	210608	Private	0.0	0.0	0	0	2	0	465	13	Flat	Mud mortar-Stone/Brick	Bamboo/Timber-Light roof	Mud	TImber/Bamboo-Mud	Not attached	Rectangular	1	0	0	0	No need	Grade 1
5	187577	221701001641	22	2201	220101	Private	1.0	0.0	0	0	3	10	651	21	Flat	Mud mortar-Stone/Brick	Bamboo/Timber-Heavy roof	Mud	TImber/Bamboo-Mud	Not attached	Rectangular	1	1	1	0	Major repair	Grade 3
6	58192	202005000561	20	2009	200904	Private	1.0	0.0	0	0	2	2	302	12	Moderate slope	Bamboo/Timber	Bamboo/Timber-Heavy roof	Mud	Timber-Planck	Not attached	Rectangular	1	1	0	0	No need	Grade 3
7	503026	291802020431	29	2904	290402	Private	1.0	1.0	0	1	2	60	398	15	Flat	Mud mortar-Stone/Brick	Bamboo/Timber-Light roof	Mud	Timber-Planck	Attached-2 side	Rectangular	1	0	0	0	Reconstruction	Grade 5
8	552861	302804001931	30	3001	300102	Private	1.0	0.0	0	0	3	22	263	18	Flat	Mud mortar-Stone/Brick	Bamboo/Timber-Light roof	Mud	TImber/Bamboo-Mud	Not attached	Rectangular	1	0	0	0	Reconstruction	Grade 5
9	382732	246404000241	24	2408	240803	Private	1.0	0.0	0	0	2	20	155	14	Flat	Mud mortar-Stone/Brick	Bamboo/Timber-Light roof	Mud	TImber/Bamboo-Mud	Not attached	Rectangular	1	0	0	0	Reconstruction	Grade 2

Last rows

	df_index	building_id	district_id	vdcmun_id	ward_id	legal_ownership_status	count_families	count_floors_pre_eq	age_building	plinth_area_sq_ft	height_ft_pre_eq	land_surface_condition	foundation_type	roof_type	ground_floor_type	other_floor_type	position	plan_configuration	has_superstructure_adobe_mud	has_superstructure_mud_mortar_stone	has_superstructure_timber	has_superstructure_bamboo	technical_solution_proposed	damage_grade
754462	582560	304208000151	30	3009	300913	Private	1.0	2	28	247	16	Flat	Mud mortar-Stone/Brick	Bamboo/Timber-Heavy roof	Mud	TImber/Bamboo-Mud	Not attached	Rectangular	0	1	0	0	Reconstruction	Grade 4
754463	398019	247109001151	24	2401	240105	Private	1.0	2	18	567	15	Flat	Mud mortar-Stone/Brick	Bamboo/Timber-Light roof	Mud	TImber/Bamboo-Mud	Attached-1 side	Rectangular	1	1	1	0	Reconstruction	Grade 5
754464	193783	222304000871	22	2204	220404	Private	1.0	3	8	347	18	Moderate slope	Mud mortar-Stone/Brick	Bamboo/Timber-Light roof	Mud	Timber-Planck	Not attached	Rectangular	0	1	0	0	Reconstruction	Grade 5
754465	97897	204403000801	20	2007	200706	Private	1.0	2	14	486	21	Flat	Mud mortar-Stone/Brick	Bamboo/Timber-Light roof	Mud	TImber/Bamboo-Mud	Not attached	Rectangular	0	1	1	1	Reconstruction	Grade 4
754466	397094	247101001681	24	2405	240501	Private	1.0	2	7	495	16	Flat	Mud mortar-Stone/Brick	Bamboo/Timber-Light roof	Mud	TImber/Bamboo-Mud	Not attached	Rectangular	0	1	0	0	Reconstruction	Grade 5
754467	191690	222105000421	22	2209	220903	Private	1.0	3	8	230	21	Flat	Mud mortar-Stone/Brick	Bamboo/Timber-Heavy roof	Mud	TImber/Bamboo-Mud	Attached-1 side	Rectangular	0	1	0	0	Reconstruction	Grade 4
754468	615995	311409000571	31	3102	310202	Private	0.0	2	2	450	12	Flat	Bamboo/Timber	Bamboo/Timber-Light roof	Mud	Timber-Planck	Not attached	Rectangular	0	0	1	0	Minor repair	Grade 3
754469	33748	124903000611	12	1208	120803	Private	1.0	1	30	253	10	Flat	Mud mortar-Stone/Brick	Bamboo/Timber-Light roof	Mud	Not applicable	Not attached	Rectangular	0	1	0	0	Reconstruction	Grade 5
754470	418013	280407000882	28	2801	280111	Private	1.0	2	35	400	15	Moderate slope	Mud mortar-Stone/Brick	Bamboo/Timber-Heavy roof	Mud	Timber-Planck	Attached-1 side	Rectangular	0	1	0	0	Reconstruction	Grade 4
754471	607602	311004001611	31	3111	311109	Private	0.0	2	80	210	17	Flat	Mud mortar-Stone/Brick	Bamboo/Timber-Light roof	Mud	TImber/Bamboo-Mud	Attached-1 side	Rectangular	0	1	0	0	Major repair	Grade 3

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Most occurring scripts

Most frequent character per script

Most occurring blocks

Most frequent character per block

Most occurring characters

Most occurring categories

Most frequent character per category

Most occurring scripts

Most frequent character per script

Most occurring blocks

Most frequent character per block

Most occurring characters

Most occurring categories

Most frequent character per category

Most occurring scripts

Most frequent character per script

Most occurring blocks

Most frequent character per block

Most occurring characters

Most occurring categories

Most frequent character per category

Most occurring scripts

Most frequent character per script

Most occurring blocks

Most frequent character per block

Most occurring characters

Most occurring categories

Most frequent character per category

Most occurring scripts

Most frequent character per script

Most occurring blocks

Most frequent character per block

Most occurring characters

Most occurring categories

Most frequent character per category

Most occurring scripts

Most frequent character per script

Most occurring blocks

Most frequent character per block

Most occurring characters

Most occurring categories

Most frequent character per category

Most occurring scripts

Most frequent character per script

Most occurring blocks

Most frequent character per block

Most occurring characters

Most occurring categories

Most frequent character per category

Most occurring scripts

Most frequent character per script

Most occurring blocks

Most frequent character per block

Most occurring characters

Most occurring categories

Most frequent character per category

Most occurring scripts

Most frequent character per script

Most occurring blocks

Most frequent character per block

Most occurring characters

Most occurring categories

Most frequent character per category

Most occurring scripts

Most frequent character per script

Most occurring blocks

Most frequent character per block

Most occurring characters

Most occurring categories

Most frequent character per category

Most occurring scripts

Most frequent character per script

Most occurring blocks

Most frequent character per block

Most occurring characters